Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 18 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.8 KiB |
| Average record size in memory | 159.1 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 17 |
Age is highly overall correlated with Player | High correlation |
Tkl is highly overall correlated with TklW and 11 other fields | High correlation |
TklW is highly overall correlated with Tkl and 11 other fields | High correlation |
Def 3rd is highly overall correlated with Tkl and 10 other fields | High correlation |
Mid 3rd is highly overall correlated with Tkl and 7 other fields | High correlation |
Att 3rd is highly overall correlated with Sh and 1 other fields | High correlation |
Tkl.1 is highly overall correlated with Tkl and 11 other fields | High correlation |
Att is highly overall correlated with Tkl and 11 other fields | High correlation |
Tkl% is highly overall correlated with Player | High correlation |
Lost is highly overall correlated with Tkl and 10 other fields | High correlation |
Blocks is highly overall correlated with Tkl and 10 other fields | High correlation |
Sh is highly overall correlated with Att 3rd and 1 other fields | High correlation |
Pass is highly overall correlated with Tkl and 9 other fields | High correlation |
Int is highly overall correlated with Tkl and 12 other fields | High correlation |
Tkl+Int is highly overall correlated with Tkl and 11 other fields | High correlation |
Clr is highly overall correlated with Tkl and 11 other fields | High correlation |
Err is highly overall correlated with Int and 1 other fields | High correlation |
Player is highly overall correlated with Age and 17 other fields | High correlation |
90s is highly overall correlated with Clr and 1 other fields | High correlation |
Player is uniformly distributed | Uniform |
Player has unique values | Unique |
Tkl% has unique values | Unique |
Err has 2 (11.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-02-11 17:32:55.064803 |
|---|---|
| Analysis finished | 2023-02-11 17:33:21.726673 |
| Duration | 26.66 seconds |
| Software version | pandas-profiling vv3.6.3 |
| Download configuration | config.json |
Player
Categorical
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 18 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 272.0 B |
| England | 1 |
|---|---|
| EnglandOpp | 1 |
| Average | 1 |
| USAOpp | 1 |
| USA | 1 |
| Other values (13) |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 7.9444444 |
| Min length | 3 |
Characters and Unicode
| Total characters | 143 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | England |
|---|---|
| 2nd row | EnglandOpp |
| 3rd row | France |
| 4th row | FranceOpp |
| 5th row | Germany |
Common Values
| Value | Count | Frequency (%) |
| England | 1 | 5.6% |
| EnglandOpp | 1 | 5.6% |
| Average | 1 | 5.6% |
| USAOpp | 1 | 5.6% |
| USA | 1 | 5.6% |
| SwedenOpp | 1 | 5.6% |
| Sweden | 1 | 5.6% |
| NorwayOpp | 1 | 5.6% |
| Norway | 1 | 5.6% |
| NetherlandsOpp | 1 | 5.6% |
| Other values (8) | 8 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| england | 1 | 5.6% |
| englandopp | 1 | 5.6% |
| france | 1 | 5.6% |
| franceopp | 1 | 5.6% |
| germany | 1 | 5.6% |
| germanyopp | 1 | 5.6% |
| italy | 1 | 5.6% |
| italyopp | 1 | 5.6% |
| netherlands | 1 | 5.6% |
| netherlandsopp | 1 | 5.6% |
| Other values (8) | 8 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 18 | |
| e | 16 | 11.2% |
| a | 14 | 9.8% |
| n | 12 | 8.4% |
| r | 10 | 7.0% |
| O | 9 | 6.3% |
| l | 6 | 4.2% |
| d | 6 | 4.2% |
| y | 6 | 4.2% |
| t | 4 | 2.8% |
| Other values (16) | 42 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 112 | |
| Uppercase Letter | 31 | 21.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 18 | |
| e | 16 | |
| a | 14 | |
| n | 12 | |
| r | 10 | |
| l | 6 | 5.4% |
| d | 6 | 5.4% |
| y | 6 | 5.4% |
| t | 4 | 3.6% |
| w | 4 | 3.6% |
| Other values (7) | 16 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 9 | |
| N | 4 | |
| S | 4 | |
| A | 4 | |
| F | 2 | 6.5% |
| G | 2 | 6.5% |
| I | 2 | 6.5% |
| E | 2 | 6.5% |
| U | 2 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 143 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 18 | |
| e | 16 | 11.2% |
| a | 14 | 9.8% |
| n | 12 | 8.4% |
| r | 10 | 7.0% |
| O | 9 | 6.3% |
| l | 6 | 4.2% |
| d | 6 | 4.2% |
| y | 6 | 4.2% |
| t | 4 | 2.8% |
| Other values (16) | 42 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 143 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 18 | |
| e | 16 | 11.2% |
| a | 14 | 9.8% |
| n | 12 | 8.4% |
| r | 10 | 7.0% |
| O | 9 | 6.3% |
| l | 6 | 4.2% |
| d | 6 | 4.2% |
| y | 6 | 4.2% |
| t | 4 | 2.8% |
| Other values (16) | 42 |
Age
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.09375 |
| Minimum | 25.5 |
|---|---|
| Maximum | 28.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 25.5 |
|---|---|
| 5-th percentile | 25.84 |
| Q1 | 26.725 |
| median | 26.98125 |
| Q3 | 27.65625 |
| 95-th percentile | 28.545 |
| Maximum | 28.8 |
| Range | 3.3 |
| Interquartile range (IQR) | 0.93125 |
Descriptive statistics
| Standard deviation | 0.8479674 |
|---|---|
| Coefficient of variation (CV) | 0.031297528 |
| Kurtosis | 0.10399513 |
| Mean | 27.09375 |
| Median Absolute Deviation (MAD) | 0.38125 |
| Skewness | 0.21029072 |
| Sum | 487.6875 |
| Variance | 0.71904871 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 27.8 | 2 | 11.1% |
| 26.9 | 2 | 11.1% |
| 27.2 | 2 | 11.1% |
| 27.9 | 1 | 5.6% |
| 25.5 | 1 | 5.6% |
| 26.7 | 1 | 5.6% |
| 26.5 | 1 | 5.6% |
| 25.9 | 1 | 5.6% |
| 26.1 | 1 | 5.6% |
| 26.8 | 1 | 5.6% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 25.5 | 1 | |
| 25.9 | 1 | |
| 26.1 | 1 | |
| 26.5 | 1 | |
| 26.7 | 1 | |
| 26.8 | 1 | |
| 26.9 | 2 | |
| 26.9625 | 1 | |
| 27 | 1 | |
| 27.2 | 2 |
| Value | Count | Frequency (%) |
| 28.8 | 1 | |
| 28.5 | 1 | |
| 27.9 | 1 | |
| 27.8 | 2 | |
| 27.225 | 1 | |
| 27.2 | 2 | |
| 27 | 1 | |
| 26.9625 | 1 | |
| 26.9 | 2 | |
| 26.8 | 1 |
90s
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 272.0 B |
| 7.0 | |
|---|---|
| 5.3 | |
| 5.0 | |
| 7.3 | |
| 6.15 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.1111111 |
| Min length | 3 |
Characters and Unicode
| Total characters | 56 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7.0 |
|---|---|
| 2nd row | 7.0 |
| 3rd row | 5.3 |
| 4th row | 5.3 |
| 5th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 7.0 | 4 | |
| 5.3 | 4 | |
| 5.0 | 4 | |
| 7.3 | 4 | |
| 6.15 | 2 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7.0 | 4 | |
| 5.3 | 4 | |
| 5.0 | 4 | |
| 7.3 | 4 | |
| 6.15 | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 18 | |
| 5 | 10 | |
| 7 | 8 | |
| 0 | 8 | |
| 3 | 8 | |
| 6 | 2 | 3.6% |
| 1 | 2 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 38 | |
| Other Punctuation | 18 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 10 | |
| 7 | 8 | |
| 0 | 8 | |
| 3 | 8 | |
| 6 | 2 | 5.3% |
| 1 | 2 | 5.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 56 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 18 | |
| 5 | 10 | |
| 7 | 8 | |
| 0 | 8 | |
| 3 | 8 | |
| 6 | 2 | 3.6% |
| 1 | 2 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 18 | |
| 5 | 10 | |
| 7 | 8 | |
| 0 | 8 | |
| 3 | 8 | |
| 6 | 2 | 3.6% |
| 1 | 2 | 3.6% |
Tkl
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.5625 |
| Minimum | 81 |
|---|---|
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 81 |
|---|---|
| 5-th percentile | 86.1 |
| Q1 | 108.25 |
| median | 120.875 |
| Q3 | 134.09375 |
| 95-th percentile | 179.45 |
| Maximum | 182 |
| Range | 101 |
| Interquartile range (IQR) | 25.84375 |
Descriptive statistics
| Standard deviation | 30.226846 |
|---|---|
| Coefficient of variation (CV) | 0.2388294 |
| Kurtosis | -0.29176503 |
| Mean | 126.5625 |
| Median Absolute Deviation (MAD) | 14.5 |
| Skewness | 0.61522635 |
| Sum | 2278.125 |
| Variance | 913.66222 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 115 | 2 | 11.1% |
| 135 | 1 | 5.6% |
| 87 | 1 | 5.6% |
| 121.75 | 1 | 5.6% |
| 179 | 1 | 5.6% |
| 117 | 1 | 5.6% |
| 178 | 1 | 5.6% |
| 131 | 1 | 5.6% |
| 95 | 1 | 5.6% |
| 155 | 1 | 5.6% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 81 | 1 | |
| 87 | 1 | |
| 95 | 1 | |
| 101 | 1 | |
| 106 | 1 | |
| 115 | 2 | |
| 117 | 1 | |
| 120 | 1 | |
| 121.75 | 1 | |
| 128 | 1 |
| Value | Count | Frequency (%) |
| 182 | 1 | |
| 179 | 1 | |
| 178 | 1 | |
| 155 | 1 | |
| 135 | 1 | |
| 131.375 | 1 | |
| 131 | 1 | |
| 128 | 1 | |
| 121.75 | 1 | |
| 120 | 1 |
TklW
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.4375 |
| Minimum | 45 |
|---|---|
| Maximum | 114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 49.25 |
| Q1 | 71 |
| median | 73.875 |
| Q3 | 82.53125 |
| 95-th percentile | 112.3 |
| Maximum | 114 |
| Range | 69 |
| Interquartile range (IQR) | 11.53125 |
Descriptive statistics
| Standard deviation | 18.835406 |
|---|---|
| Coefficient of variation (CV) | 0.24323365 |
| Kurtosis | 0.067774212 |
| Mean | 77.4375 |
| Median Absolute Deviation (MAD) | 8.1875 |
| Skewness | 0.46505256 |
| Sum | 1393.875 |
| Variance | 354.77252 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 71 | 2 | 11.1% |
| 60 | 1 | 5.6% |
| 73.75 | 1 | 5.6% |
| 102 | 1 | 5.6% |
| 74 | 1 | 5.6% |
| 112 | 1 | 5.6% |
| 78 | 1 | 5.6% |
| 62 | 1 | 5.6% |
| 96 | 1 | 5.6% |
| 76 | 1 | 5.6% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 45 | 1 | |
| 50 | 1 | |
| 60 | 1 | |
| 62 | 1 | |
| 71 | 2 | |
| 72 | 1 | |
| 73 | 1 | |
| 73.75 | 1 | |
| 74 | 1 | |
| 76 | 1 |
| Value | Count | Frequency (%) |
| 114 | 1 | |
| 112 | 1 | |
| 102 | 1 | |
| 96 | 1 | |
| 83 | 1 | |
| 81.125 | 1 | |
| 78 | 1 | |
| 76 | 1 | |
| 74 | 1 | |
| 73.75 | 1 |
Def 3rd
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.9375 |
| Minimum | 36 |
|---|---|
| Maximum | 106 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 39.4 |
| Q1 | 49 |
| median | 55.6875 |
| Q3 | 81.125 |
| 95-th percentile | 97.5 |
| Maximum | 106 |
| Range | 70 |
| Interquartile range (IQR) | 32.125 |
Descriptive statistics
| Standard deviation | 21.223697 |
|---|---|
| Coefficient of variation (CV) | 0.33194443 |
| Kurtosis | -0.82043294 |
| Mean | 63.9375 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.6662098 |
| Sum | 1150.875 |
| Variance | 450.44531 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 91 | 2 | 11.1% |
| 49 | 2 | 11.1% |
| 55 | 1 | 5.6% |
| 61 | 1 | 5.6% |
| 40 | 1 | 5.6% |
| 84 | 1 | 5.6% |
| 44 | 1 | 5.6% |
| 56 | 1 | 5.6% |
| 68 | 1 | 5.6% |
| 36 | 1 | 5.6% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 36 | 1 | |
| 40 | 1 | |
| 44 | 1 | |
| 47 | 1 | |
| 49 | 2 | |
| 50 | 1 | |
| 55 | 1 | |
| 55.375 | 1 | |
| 56 | 1 | |
| 61 | 1 |
| Value | Count | Frequency (%) |
| 106 | 1 | |
| 96 | 1 | |
| 91 | 2 | |
| 84 | 1 | |
| 72.5 | 1 | |
| 68 | 1 | |
| 61 | 1 | |
| 56 | 1 | |
| 55.375 | 1 | |
| 55 | 1 |
Mid 3rd
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.3125 |
| Minimum | 27 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 28.7 |
| Q1 | 40.5 |
| median | 51 |
| Q3 | 60 |
| 95-th percentile | 69.2 |
| Maximum | 76 |
| Range | 49 |
| Interquartile range (IQR) | 19.5 |
Descriptive statistics
| Standard deviation | 13.564677 |
|---|---|
| Coefficient of variation (CV) | 0.26960849 |
| Kurtosis | -0.49029893 |
| Mean | 50.3125 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.0063677098 |
| Sum | 905.625 |
| Variance | 184.00046 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 62 | 2 | 11.1% |
| 54 | 1 | 5.6% |
| 52.125 | 1 | 5.6% |
| 52 | 1 | 5.6% |
| 67 | 1 | 5.6% |
| 68 | 1 | 5.6% |
| 39 | 1 | 5.6% |
| 27 | 1 | 5.6% |
| 76 | 1 | 5.6% |
| 50 | 1 | 5.6% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 29 | 1 | |
| 34 | 1 | |
| 38 | 1 | |
| 39 | 1 | |
| 45 | 1 | |
| 48.5 | 1 | |
| 49 | 1 | |
| 50 | 1 | |
| 52 | 1 |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 68 | 1 | |
| 67 | 1 | |
| 62 | 2 | |
| 54 | 1 | |
| 53 | 1 | |
| 52.125 | 1 | |
| 52 | 1 | |
| 50 | 1 | |
| 49 | 1 |
Att 3rd
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.3125 |
| Minimum | 6 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10.09375 |
| median | 11.5 |
| Q3 | 15.75 |
| 95-th percentile | 17.15 |
| Maximum | 18 |
| Range | 12 |
| Interquartile range (IQR) | 5.65625 |
Descriptive statistics
| Standard deviation | 3.872568 |
|---|---|
| Coefficient of variation (CV) | 0.31452329 |
| Kurtosis | -1.1360828 |
| Mean | 12.3125 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | -0.20449202 |
| Sum | 221.625 |
| Variance | 14.996783 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 11 | 3 | |
| 17 | 2 | |
| 6 | 2 | |
| 15 | 2 | |
| 16 | 2 | |
| 18 | 1 | 5.6% |
| 7 | 1 | 5.6% |
| 12 | 1 | 5.6% |
| 9 | 1 | 5.6% |
| 10 | 1 | 5.6% |
| Other values (2) | 2 |
| Value | Count | Frequency (%) |
| 6 | 2 | |
| 7 | 1 | 5.6% |
| 9 | 1 | 5.6% |
| 10 | 1 | 5.6% |
| 10.375 | 1 | 5.6% |
| 11 | 3 | |
| 12 | 1 | 5.6% |
| 14.25 | 1 | 5.6% |
| 15 | 2 | |
| 16 | 2 |
| Value | Count | Frequency (%) |
| 18 | 1 | 5.6% |
| 17 | 2 | |
| 16 | 2 | |
| 15 | 2 | |
| 14.25 | 1 | 5.6% |
| 12 | 1 | 5.6% |
| 11 | 3 | |
| 10.375 | 1 | 5.6% |
| 10 | 1 | 5.6% |
| 9 | 1 | 5.6% |
Tkl.1
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.9375 |
| Minimum | 25 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 26.7 |
| Q1 | 39.5 |
| median | 44 |
| Q3 | 51.40625 |
| 95-th percentile | 73.1 |
| Maximum | 85 |
| Range | 60 |
| Interquartile range (IQR) | 11.90625 |
Descriptive statistics
| Standard deviation | 15.65754 |
|---|---|
| Coefficient of variation (CV) | 0.33358274 |
| Kurtosis | 0.85911596 |
| Mean | 46.9375 |
| Median Absolute Deviation (MAD) | 6.9375 |
| Skewness | 0.91880212 |
| Sum | 844.875 |
| Variance | 245.15855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 42 | 2 | 11.1% |
| 44 | 2 | 11.1% |
| 39 | 1 | 5.6% |
| 27 | 1 | 5.6% |
| 46 | 1 | 5.6% |
| 25 | 1 | 5.6% |
| 49 | 1 | 5.6% |
| 29 | 1 | 5.6% |
| 71 | 1 | 5.6% |
| 69 | 1 | 5.6% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 25 | 1 | |
| 27 | 1 | |
| 29 | 1 | |
| 34 | 1 | |
| 39 | 1 | |
| 41 | 1 | |
| 42 | 2 | |
| 44 | 2 | |
| 46 | 1 | |
| 49 | 1 |
| Value | Count | Frequency (%) |
| 85 | 1 | |
| 71 | 1 | |
| 69 | 1 | |
| 56 | 1 | |
| 51.875 | 1 | |
| 50 | 1 | |
| 49 | 1 | |
| 46 | 1 | |
| 44 | 2 | |
| 42 | 2 |
Att
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.1875 |
| Minimum | 52 |
|---|---|
| Maximum | 149 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 52 |
|---|---|
| 5-th percentile | 53.7 |
| Q1 | 82.71875 |
| median | 87 |
| Q3 | 113.375 |
| 95-th percentile | 148.15 |
| Maximum | 149 |
| Range | 97 |
| Interquartile range (IQR) | 30.65625 |
Descriptive statistics
| Standard deviation | 28.739328 |
|---|---|
| Coefficient of variation (CV) | 0.30192334 |
| Kurtosis | -0.3768056 |
| Mean | 95.1875 |
| Median Absolute Deviation (MAD) | 17.25 |
| Skewness | 0.50431151 |
| Sum | 1713.375 |
| Variance | 825.94899 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 87 | 3 | |
| 116 | 1 | 5.6% |
| 52 | 1 | 5.6% |
| 94 | 1 | 5.6% |
| 54 | 1 | 5.6% |
| 85 | 1 | 5.6% |
| 92 | 1 | 5.6% |
| 64 | 1 | 5.6% |
| 149 | 1 | 5.6% |
| 125 | 1 | 5.6% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 52 | 1 | 5.6% |
| 54 | 1 | 5.6% |
| 64 | 1 | 5.6% |
| 71 | 1 | 5.6% |
| 82 | 1 | 5.6% |
| 84.875 | 1 | 5.6% |
| 85 | 1 | 5.6% |
| 87 | 3 | |
| 92 | 1 | 5.6% |
| 94 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 149 | 1 | 5.6% |
| 148 | 1 | 5.6% |
| 130 | 1 | 5.6% |
| 125 | 1 | 5.6% |
| 116 | 1 | 5.6% |
| 105.5 | 1 | 5.6% |
| 94 | 1 | 5.6% |
| 92 | 1 | 5.6% |
| 87 | 3 | |
| 85 | 1 | 5.6% |
Tkl%
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 18 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.25625 |
| Minimum | 36.2 |
|---|---|
| Maximum | 57.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 36.2 |
|---|---|
| 5-th percentile | 42.065 |
| Q1 | 46.5 |
| median | 48.925 |
| Q3 | 52.95 |
| 95-th percentile | 57.415 |
| Maximum | 57.5 |
| Range | 21.3 |
| Interquartile range (IQR) | 6.45 |
Descriptive statistics
| Standard deviation | 5.31926 |
|---|---|
| Coefficient of variation (CV) | 0.10799157 |
| Kurtosis | 0.81169837 |
| Mean | 49.25625 |
| Median Absolute Deviation (MAD) | 3.3 |
| Skewness | -0.50670889 |
| Sum | 886.6125 |
| Variance | 28.294527 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 44.8 | 1 | 5.6% |
| 36.2 | 1 | 5.6% |
| 49.5625 | 1 | 5.6% |
| 43.1 | 1 | 5.6% |
| 47.1 | 1 | 5.6% |
| 57.4 | 1 | 5.6% |
| 57.5 | 1 | 5.6% |
| 53.7 | 1 | 5.6% |
| 47.9 | 1 | 5.6% |
| 55.2 | 1 | 5.6% |
| Other values (8) | 8 |
| Value | Count | Frequency (%) |
| 36.2 | 1 | |
| 43.1 | 1 | |
| 44.8 | 1 | |
| 45.3 | 1 | |
| 46.3 | 1 | |
| 47.1 | 1 | |
| 47.7 | 1 | |
| 47.9 | 1 | |
| 48.9 | 1 | |
| 48.95 | 1 |
| Value | Count | Frequency (%) |
| 57.5 | 1 | |
| 57.4 | 1 | |
| 55.2 | 1 | |
| 53.7 | 1 | |
| 53.3 | 1 | |
| 51.9 | 1 | |
| 51.8 | 1 | |
| 49.5625 | 1 | |
| 48.95 | 1 | |
| 48.9 | 1 |
Lost
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.25 |
| Minimum | 25 |
|---|---|
| Maximum | 78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 28.4 |
| Q1 | 37.25 |
| median | 44.5 |
| Q3 | 55.40625 |
| 95-th percentile | 74.6 |
| Maximum | 78 |
| Range | 53 |
| Interquartile range (IQR) | 18.15625 |
Descriptive statistics
| Standard deviation | 15.485821 |
|---|---|
| Coefficient of variation (CV) | 0.32094966 |
| Kurtosis | -0.37346414 |
| Mean | 48.25 |
| Median Absolute Deviation (MAD) | 8.3125 |
| Skewness | 0.67115302 |
| Sum | 868.5 |
| Variance | 239.81066 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 48 | 2 | 11.1% |
| 74 | 2 | 11.1% |
| 37 | 2 | 11.1% |
| 25 | 1 | 5.6% |
| 29 | 1 | 5.6% |
| 41 | 1 | 5.6% |
| 43 | 1 | 5.6% |
| 35 | 1 | 5.6% |
| 78 | 1 | 5.6% |
| 56 | 1 | 5.6% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 25 | 1 | |
| 29 | 1 | |
| 35 | 1 | |
| 37 | 2 | |
| 38 | 1 | |
| 41 | 1 | |
| 42.875 | 1 | |
| 43 | 1 | |
| 46 | 1 | |
| 48 | 2 |
| Value | Count | Frequency (%) |
| 78 | 1 | |
| 74 | 2 | |
| 63 | 1 | |
| 56 | 1 | |
| 53.625 | 1 | |
| 48 | 2 | |
| 46 | 1 | |
| 43 | 1 | |
| 42.875 | 1 | |
| 41 | 1 |
Blocks
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.1875 |
| Minimum | 44 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 51.65 |
| Q1 | 67.96875 |
| median | 74.375 |
| Q3 | 77.75 |
| 95-th percentile | 84.15 |
| Maximum | 85 |
| Range | 41 |
| Interquartile range (IQR) | 9.78125 |
Descriptive statistics
| Standard deviation | 11.339209 |
|---|---|
| Coefficient of variation (CV) | 0.15928652 |
| Kurtosis | 0.52398486 |
| Mean | 71.1875 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -1.0264539 |
| Sum | 1281.375 |
| Variance | 128.57767 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 71 | 2 | 11.1% |
| 77 | 2 | 11.1% |
| 74 | 1 | 5.6% |
| 84 | 1 | 5.6% |
| 44 | 1 | 5.6% |
| 81 | 1 | 5.6% |
| 57 | 1 | 5.6% |
| 53 | 1 | 5.6% |
| 85 | 1 | 5.6% |
| 78 | 1 | 5.6% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 44 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 59 | 1 | |
| 67.625 | 1 | |
| 69 | 1 | |
| 71 | 2 | |
| 74 | 1 | |
| 74.75 | 1 | |
| 76 | 1 |
| Value | Count | Frequency (%) |
| 85 | 1 | |
| 84 | 1 | |
| 83 | 1 | |
| 81 | 1 | |
| 78 | 1 | |
| 77 | 2 | |
| 76 | 1 | |
| 74.75 | 1 | |
| 74 | 1 | |
| 71 | 2 |
Sh
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.125 |
| Minimum | 7 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 8.7 |
| Q1 | 14.25 |
| median | 17.5 |
| Q3 | 20.75 |
| 95-th percentile | 24.15 |
| Maximum | 25 |
| Range | 18 |
| Interquartile range (IQR) | 6.5 |
Descriptive statistics
| Standard deviation | 5.1119813 |
|---|---|
| Coefficient of variation (CV) | 0.29850986 |
| Kurtosis | -0.35967469 |
| Mean | 17.125 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | -0.36010811 |
| Sum | 308.25 |
| Variance | 26.132353 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 21 | 2 | |
| 24 | 2 | |
| 18 | 2 | |
| 17 | 2 | |
| 14 | 2 | |
| 9 | 1 | 5.6% |
| 7 | 1 | 5.6% |
| 10 | 1 | 5.6% |
| 15 | 1 | 5.6% |
| 25 | 1 | 5.6% |
| Other values (3) | 3 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 14 | 2 | |
| 15 | 1 | |
| 15.625 | 1 | |
| 17 | 2 | |
| 18 | 2 | |
| 18.625 | 1 | |
| 20 | 1 |
| Value | Count | Frequency (%) |
| 25 | 1 | |
| 24 | 2 | |
| 21 | 2 | |
| 20 | 1 | |
| 18.625 | 1 | |
| 18 | 2 | |
| 17 | 2 | |
| 15.625 | 1 | |
| 15 | 1 | |
| 14 | 2 |
Pass
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.0625 |
| Minimum | 37 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 38.7 |
| Q1 | 46.5 |
| median | 55 |
| Q3 | 59 |
| 95-th percentile | 69.15 |
| Maximum | 70 |
| Range | 33 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 9.5838262 |
|---|---|
| Coefficient of variation (CV) | 0.17727309 |
| Kurtosis | -0.62082107 |
| Mean | 54.0625 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.11879367 |
| Sum | 973.125 |
| Variance | 91.849724 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 45 | 2 | 11.1% |
| 59 | 2 | 11.1% |
| 65 | 1 | 5.6% |
| 63 | 1 | 5.6% |
| 37 | 1 | 5.6% |
| 57 | 1 | 5.6% |
| 39 | 1 | 5.6% |
| 54 | 1 | 5.6% |
| 56 | 1 | 5.6% |
| 43 | 1 | 5.6% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 37 | 1 | |
| 39 | 1 | |
| 43 | 1 | |
| 45 | 2 | |
| 51 | 1 | |
| 52 | 1 | |
| 53 | 1 | |
| 54 | 1 | |
| 56 | 1 | |
| 56.125 | 1 |
| Value | Count | Frequency (%) |
| 70 | 1 | |
| 69 | 1 | |
| 65 | 1 | |
| 63 | 1 | |
| 59 | 2 | |
| 57 | 1 | |
| 56.125 | 1 | |
| 56 | 1 | |
| 54 | 1 | |
| 53 | 1 |
Int
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.9375 |
| Minimum | 44 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 49.1 |
| Q1 | 57.5 |
| median | 68 |
| Q3 | 83.5 |
| 95-th percentile | 95.45 |
| Maximum | 98 |
| Range | 54 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 16.599978 |
|---|---|
| Coefficient of variation (CV) | 0.23735447 |
| Kurtosis | -1.0212224 |
| Mean | 69.9375 |
| Median Absolute Deviation (MAD) | 14.5 |
| Skewness | 0.17890981 |
| Sum | 1258.875 |
| Variance | 275.55928 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 50 | 3 | |
| 70 | 1 | 5.6% |
| 92 | 1 | 5.6% |
| 56 | 1 | 5.6% |
| 69 | 1 | 5.6% |
| 62 | 1 | 5.6% |
| 44 | 1 | 5.6% |
| 98 | 1 | 5.6% |
| 85 | 1 | 5.6% |
| 67 | 1 | 5.6% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 44 | 1 | 5.6% |
| 50 | 3 | |
| 56 | 1 | 5.6% |
| 62 | 1 | 5.6% |
| 64.125 | 1 | 5.6% |
| 66 | 1 | 5.6% |
| 67 | 1 | 5.6% |
| 69 | 1 | 5.6% |
| 70 | 1 | 5.6% |
| 75.75 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 98 | 1 | |
| 95 | 1 | |
| 92 | 1 | |
| 86 | 1 | |
| 85 | 1 | |
| 79 | 1 | |
| 75.75 | 1 | |
| 70 | 1 | |
| 69 | 1 | |
| 67 | 1 |
Tkl+Int
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.5 |
| Minimum | 131 |
|---|---|
| Maximum | 280 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 131 |
|---|---|
| 5-th percentile | 136.1 |
| Q1 | 162 |
| median | 192.5 |
| Q3 | 216.78125 |
| 95-th percentile | 274.05 |
| Maximum | 280 |
| Range | 149 |
| Interquartile range (IQR) | 54.78125 |
Descriptive statistics
| Standard deviation | 44.973052 |
|---|---|
| Coefficient of variation (CV) | 0.22887049 |
| Kurtosis | -0.5598212 |
| Mean | 196.5 |
| Median Absolute Deviation (MAD) | 30.5 |
| Skewness | 0.52283635 |
| Sum | 3537 |
| Variance | 2022.5754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 162 | 2 | 11.1% |
| 205 | 1 | 5.6% |
| 240 | 1 | 5.6% |
| 185.875 | 1 | 5.6% |
| 265 | 1 | 5.6% |
| 196 | 1 | 5.6% |
| 273 | 1 | 5.6% |
| 197 | 1 | 5.6% |
| 137 | 1 | 5.6% |
| 280 | 1 | 5.6% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 131 | 1 | |
| 137 | 1 | |
| 151 | 1 | |
| 159 | 1 | |
| 162 | 2 | |
| 177 | 1 | |
| 185.875 | 1 | |
| 189 | 1 | |
| 196 | 1 | |
| 197 | 1 |
| Value | Count | Frequency (%) |
| 280 | 1 | |
| 273 | 1 | |
| 265 | 1 | |
| 240 | 1 | |
| 220 | 1 | |
| 207.125 | 1 | |
| 205 | 1 | |
| 197 | 1 | |
| 196 | 1 | |
| 189 | 1 |
Clr
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.75 |
| Minimum | 53 |
|---|---|
| Maximum | 184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 53 |
|---|---|
| 5-th percentile | 81.05 |
| Q1 | 98 |
| median | 122 |
| Q3 | 146.5 |
| 95-th percentile | 160.2 |
| Maximum | 184 |
| Range | 131 |
| Interquartile range (IQR) | 48.5 |
Descriptive statistics
| Standard deviation | 32.40325 |
|---|---|
| Coefficient of variation (CV) | 0.26614579 |
| Kurtosis | -0.17476346 |
| Mean | 121.75 |
| Median Absolute Deviation (MAD) | 24.5 |
| Skewness | -0.17261824 |
| Sum | 2191.5 |
| Variance | 1049.9706 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 98 | 2 | 11.1% |
| 122 | 2 | 11.1% |
| 148 | 1 | 5.6% |
| 53 | 1 | 5.6% |
| 143 | 1 | 5.6% |
| 92 | 1 | 5.6% |
| 90 | 1 | 5.6% |
| 147 | 1 | 5.6% |
| 156 | 1 | 5.6% |
| 111 | 1 | 5.6% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 53 | 1 | |
| 86 | 1 | |
| 90 | 1 | |
| 92 | 1 | |
| 98 | 2 | |
| 108.25 | 1 | |
| 111 | 1 | |
| 122 | 2 | |
| 135.25 | 1 | |
| 143 | 1 |
| Value | Count | Frequency (%) |
| 184 | 1 | |
| 156 | 1 | |
| 153 | 1 | |
| 148 | 1 | |
| 147 | 1 | |
| 145 | 1 | |
| 143 | 1 | |
| 135.25 | 1 | |
| 122 | 2 | |
| 111 | 1 |
Err
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 44.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0625 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 2 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 272.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1.9375 |
| Q3 | 2.8125 |
| 95-th percentile | 4.6 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1.8125 |
Descriptive statistics
| Standard deviation | 1.8312293 |
|---|---|
| Coefficient of variation (CV) | 0.88786875 |
| Kurtosis | 6.1008418 |
| Mean | 2.0625 |
| Median Absolute Deviation (MAD) | 0.9375 |
| Skewness | 2.0940817 |
| Sum | 37.125 |
| Variance | 3.3534007 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 3 | 3 | |
| 2 | 3 | |
| 0 | 2 | 11.1% |
| 8 | 1 | 5.6% |
| 4 | 1 | 5.6% |
| 1.875 | 1 | 5.6% |
| 2.25 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 2 | 11.1% |
| 1 | 6 | |
| 1.875 | 1 | 5.6% |
| 2 | 3 | |
| 2.25 | 1 | 5.6% |
| 3 | 3 | |
| 4 | 1 | 5.6% |
| 8 | 1 | 5.6% |
| Value | Count | Frequency (%) |
| 8 | 1 | 5.6% |
| 4 | 1 | 5.6% |
| 3 | 3 | |
| 2.25 | 1 | 5.6% |
| 2 | 3 | |
| 1.875 | 1 | 5.6% |
| 1 | 6 | |
| 0 | 2 | 11.1% |
| Age | Tkl | TklW | Def 3rd | Mid 3rd | Att 3rd | Tkl.1 | Att | Tkl% | Lost | Blocks | Sh | Pass | Int | Tkl+Int | Clr | Err | Player | 90s | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.314 | 0.334 | 0.035 | 0.290 | 0.373 | 0.107 | 0.120 | 0.240 | 0.094 | 0.001 | -0.170 | 0.103 | 0.301 | 0.326 | 0.092 | 0.298 | 1.000 | 0.000 |
| Tkl | 0.314 | 1.000 | 0.883 | 0.771 | 0.806 | 0.284 | 0.765 | 0.872 | 0.009 | 0.840 | 0.586 | 0.022 | 0.601 | 0.830 | 0.961 | 0.779 | 0.263 | 1.000 | 0.080 |
| TklW | 0.334 | 0.883 | 1.000 | 0.836 | 0.631 | 0.048 | 0.874 | 0.909 | 0.174 | 0.824 | 0.670 | 0.199 | 0.539 | 0.820 | 0.904 | 0.855 | 0.191 | 1.000 | 0.352 |
| Def 3rd | 0.035 | 0.771 | 0.836 | 1.000 | 0.394 | -0.261 | 0.851 | 0.904 | 0.070 | 0.885 | 0.718 | 0.418 | 0.541 | 0.684 | 0.762 | 0.830 | 0.273 | 1.000 | 0.147 |
| Mid 3rd | 0.290 | 0.806 | 0.631 | 0.394 | 1.000 | 0.450 | 0.544 | 0.548 | 0.138 | 0.492 | 0.315 | -0.352 | 0.478 | 0.647 | 0.779 | 0.507 | 0.196 | 1.000 | 0.293 |
| Att 3rd | 0.373 | 0.284 | 0.048 | -0.261 | 0.450 | 1.000 | -0.255 | 0.009 | -0.301 | 0.066 | -0.122 | -0.567 | 0.097 | 0.281 | 0.290 | -0.056 | 0.117 | 1.000 | 0.378 |
| Tkl.1 | 0.107 | 0.765 | 0.874 | 0.851 | 0.544 | -0.255 | 1.000 | 0.875 | 0.413 | 0.732 | 0.751 | 0.294 | 0.628 | 0.647 | 0.761 | 0.815 | 0.076 | 1.000 | 0.436 |
| Att | 0.120 | 0.872 | 0.909 | 0.904 | 0.548 | 0.009 | 0.875 | 1.000 | 0.007 | 0.950 | 0.797 | 0.291 | 0.667 | 0.826 | 0.891 | 0.887 | 0.261 | 1.000 | 0.000 |
| Tkl% | 0.240 | 0.009 | 0.174 | 0.070 | 0.138 | -0.301 | 0.413 | 0.007 | 1.000 | -0.211 | 0.217 | 0.054 | 0.165 | -0.125 | -0.003 | 0.068 | -0.137 | 1.000 | 0.235 |
| Lost | 0.094 | 0.840 | 0.824 | 0.885 | 0.492 | 0.066 | 0.732 | 0.950 | -0.211 | 1.000 | 0.735 | 0.255 | 0.637 | 0.870 | 0.879 | 0.790 | 0.413 | 1.000 | 0.000 |
| Blocks | 0.001 | 0.586 | 0.670 | 0.718 | 0.315 | -0.122 | 0.751 | 0.797 | 0.217 | 0.735 | 1.000 | 0.409 | 0.869 | 0.629 | 0.648 | 0.689 | 0.233 | 1.000 | 0.000 |
| Sh | -0.170 | 0.022 | 0.199 | 0.418 | -0.352 | -0.567 | 0.294 | 0.291 | 0.054 | 0.255 | 0.409 | 1.000 | 0.029 | 0.001 | 0.025 | 0.492 | -0.161 | 1.000 | 0.000 |
| Pass | 0.103 | 0.601 | 0.539 | 0.541 | 0.478 | 0.097 | 0.628 | 0.667 | 0.165 | 0.637 | 0.869 | 0.029 | 1.000 | 0.607 | 0.636 | 0.480 | 0.380 | 1.000 | 0.196 |
| Int | 0.301 | 0.830 | 0.820 | 0.684 | 0.647 | 0.281 | 0.647 | 0.826 | -0.125 | 0.870 | 0.629 | 0.001 | 0.607 | 1.000 | 0.943 | 0.660 | 0.511 | 1.000 | 0.313 |
| Tkl+Int | 0.326 | 0.961 | 0.904 | 0.762 | 0.779 | 0.290 | 0.761 | 0.891 | -0.003 | 0.879 | 0.648 | 0.025 | 0.636 | 0.943 | 1.000 | 0.776 | 0.388 | 1.000 | 0.401 |
| Clr | 0.092 | 0.779 | 0.855 | 0.830 | 0.507 | -0.056 | 0.815 | 0.887 | 0.068 | 0.790 | 0.689 | 0.492 | 0.480 | 0.660 | 0.776 | 1.000 | 0.087 | 1.000 | 0.533 |
| Err | 0.298 | 0.263 | 0.191 | 0.273 | 0.196 | 0.117 | 0.076 | 0.261 | -0.137 | 0.413 | 0.233 | -0.161 | 0.380 | 0.511 | 0.388 | 0.087 | 1.000 | 1.000 | 0.136 |
| Player | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 90s | 0.000 | 0.080 | 0.352 | 0.147 | 0.293 | 0.378 | 0.436 | 0.000 | 0.235 | 0.000 | 0.000 | 0.000 | 0.196 | 0.313 | 0.401 | 0.533 | 0.136 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Player | Age | 90s | Tkl | TklW | Def 3rd | Mid 3rd | Att 3rd | Tkl.1 | Att | Tkl% | Lost | Blocks | Sh | Pass | Int | Tkl+Int | Clr | Err | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | England | 27.8 | 7.0 | 135.0 | 71.0 | 55.0 | 62.0 | 18.0 | 39.0 | 87.0 | 44.8 | 48.0 | 74.0 | 9.0 | 65.0 | 70.0 | 205.0 | 98.0 | 8.0 |
| 1 | EnglandOpp | 26.9 | 7.0 | 128.0 | 76.0 | 61.0 | 50.0 | 17.0 | 42.0 | 116.0 | 36.2 | 74.0 | 84.0 | 21.0 | 63.0 | 92.0 | 220.0 | 148.0 | 3.0 |
| 2 | France | 27.8 | 5.3 | 106.0 | 71.0 | 40.0 | 49.0 | 17.0 | 27.0 | 52.0 | 51.9 | 25.0 | 44.0 | 7.0 | 37.0 | 56.0 | 162.0 | 53.0 | 1.0 |
| 3 | FranceOpp | 27.9 | 5.3 | 120.0 | 83.0 | 84.0 | 29.0 | 7.0 | 46.0 | 94.0 | 48.9 | 48.0 | 81.0 | 24.0 | 57.0 | 69.0 | 189.0 | 143.0 | 2.0 |
| 4 | Germany | 25.5 | 5.0 | 101.0 | 50.0 | 44.0 | 45.0 | 12.0 | 25.0 | 54.0 | 46.3 | 29.0 | 57.0 | 18.0 | 39.0 | 50.0 | 151.0 | 92.0 | 1.0 |
| 5 | GermanyOpp | 26.7 | 5.0 | 115.0 | 73.0 | 56.0 | 53.0 | 6.0 | 44.0 | 85.0 | 51.8 | 41.0 | 71.0 | 17.0 | 54.0 | 62.0 | 177.0 | 122.0 | 3.0 |
| 6 | Italy | 26.5 | 5.0 | 115.0 | 72.0 | 68.0 | 38.0 | 9.0 | 49.0 | 92.0 | 53.3 | 43.0 | 77.0 | 21.0 | 56.0 | 44.0 | 159.0 | 122.0 | 0.0 |
| 7 | ItalyOpp | 25.9 | 5.0 | 81.0 | 45.0 | 36.0 | 34.0 | 11.0 | 29.0 | 64.0 | 45.3 | 35.0 | 53.0 | 10.0 | 43.0 | 50.0 | 131.0 | 90.0 | 1.0 |
| 8 | Netherlands | 26.1 | 7.3 | 182.0 | 114.0 | 91.0 | 76.0 | 15.0 | 71.0 | 149.0 | 47.7 | 78.0 | 85.0 | 15.0 | 70.0 | 98.0 | 280.0 | 147.0 | 1.0 |
| 9 | NetherlandsOpp | 27.2 | 7.3 | 155.0 | 96.0 | 91.0 | 54.0 | 10.0 | 69.0 | 125.0 | 55.2 | 56.0 | 78.0 | 25.0 | 53.0 | 85.0 | 240.0 | 156.0 | 2.0 |
| Player | Age | 90s | Tkl | TklW | Def 3rd | Mid 3rd | Att 3rd | Tkl.1 | Att | Tkl% | Lost | Blocks | Sh | Pass | Int | Tkl+Int | Clr | Err | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | Netherlands | 26.1000 | 7.30 | 182.000 | 114.000 | 91.000 | 76.000 | 15.000 | 71.000 | 149.000 | 47.7000 | 78.000 | 85.000 | 15.000 | 70.000 | 98.000 | 280.000 | 147.00 | 1.000 |
| 9 | NetherlandsOpp | 27.2000 | 7.30 | 155.000 | 96.000 | 91.000 | 54.000 | 10.000 | 69.000 | 125.000 | 55.2000 | 56.000 | 78.000 | 25.000 | 53.000 | 85.000 | 240.000 | 156.00 | 2.000 |
| 10 | Norway | 26.8000 | 5.30 | 87.000 | 60.000 | 49.000 | 27.000 | 11.000 | 34.000 | 71.000 | 47.9000 | 37.000 | 69.000 | 24.000 | 45.000 | 50.000 | 137.000 | 111.00 | 1.000 |
| 11 | NorwayOpp | 26.9000 | 5.30 | 95.000 | 62.000 | 50.000 | 39.000 | 6.000 | 44.000 | 82.000 | 53.7000 | 38.000 | 77.000 | 18.000 | 59.000 | 67.000 | 162.000 | 86.00 | 2.000 |
| 12 | Sweden | 28.5000 | 7.30 | 131.000 | 78.000 | 47.000 | 68.000 | 16.000 | 50.000 | 87.000 | 57.5000 | 37.000 | 76.000 | 17.000 | 59.000 | 66.000 | 197.000 | 145.00 | 0.000 |
| 13 | SwedenOpp | 27.2000 | 7.30 | 178.000 | 112.000 | 96.000 | 67.000 | 15.000 | 85.000 | 148.000 | 57.4000 | 63.000 | 83.000 | 14.000 | 69.000 | 95.000 | 273.000 | 153.00 | 4.000 |
| 14 | USA | 28.8000 | 7.00 | 117.000 | 74.000 | 49.000 | 52.000 | 16.000 | 41.000 | 87.000 | 47.1000 | 46.000 | 59.000 | 14.000 | 45.000 | 79.000 | 196.000 | 98.00 | 3.000 |
| 15 | USAOpp | 27.0000 | 7.00 | 179.000 | 102.000 | 106.000 | 62.000 | 11.000 | 56.000 | 130.000 | 43.1000 | 74.000 | 71.000 | 20.000 | 51.000 | 86.000 | 265.000 | 184.00 | 1.000 |
| 16 | Average | 27.2250 | 6.15 | 121.750 | 73.750 | 55.375 | 52.125 | 14.250 | 42.000 | 84.875 | 49.5625 | 42.875 | 67.625 | 15.625 | 52.000 | 64.125 | 185.875 | 108.25 | 1.875 |
| 17 | AverageOpp | 26.9625 | 6.15 | 131.375 | 81.125 | 72.500 | 48.500 | 10.375 | 51.875 | 105.500 | 48.9500 | 53.625 | 74.750 | 18.625 | 56.125 | 75.750 | 207.125 | 135.25 | 2.250 |